Calhoun County is a county in the U.S. state of South Carolina. As of the 2010 census, its population was 15,175, making it the third-least populous county in South Carolina. Its county seat is St. Matthews. The county was formed in 1908 from portions of Lexington and Orangeburg Counties and is named for John C. Calhoun, the former U.S.